Services/Manage
AI Transformation Partner
A standing engineering partner for multi-quarter AI programs: strategy, pilots, production, and capability building.
- 6 to 18 months
- Retainer with quarterly objectives
- A program lead plus an engineering team sized to the roadmap
- Enterprises and mid-market groups running AI as a program, not a project
What we do
For organisations committing to AI across several functions. We work alongside your leadership over quarters rather than weeks, running pilots, taking the ones that work to production, building your internal capability, and setting up the governance that lets the program continue without us.
What the work includes
Run as a program
Quarterly objectives, a standing team, and a roadmap that adapts as pilots return results.
Pilots that graduate
Each pilot has a production path defined before it starts. The ones that hit their numbers move on; the ones that do not are closed cleanly.
Your team learns the work
Workshops, pairing, and documentation so your engineers and operators can run and extend what we build.
Governance that scales
A centre of excellence with reusable components, review gates, and standards, sized to your organisation.
Case study
From training to transformation scoping
The IMV Group engagement began as a leadership program and continued into automation scoping and a recruitment-screening prototype.
Read the case studyHow an engagement runs
Scope, build, evaluate, operate.
The same four stages on every engagement, each with a defined output.
Scope
A short discovery with the people who own the problem. Output: a written scope, acceptance criteria, and a fixed estimate.
Build
A named lead and a team sized to the scope. Working software from the first weeks, demonstrated on a fixed cadence.
Evaluate
Every AI component is measured against real cases before rollout. The numbers decide when it goes live.
Operate
Deployment, monitoring, and a support window. Then a handover, or an ongoing team if you want one.
Typical stack
Tools we commonly use for this work. The final choice follows your requirements, region, and existing platform.
- Python
- OpenAI
- LangChain
- Google Docs
- Notion
- Miro
- Jupyter
- Slack
Also in Manage
Related services.
Programs
A partner for the whole program
Transformation is a sequence of delivered systems and the capability to run them. We stay for the sequence.